• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Zhan, Miao-Qin (Zhan, Miao-Qin.) [1] | Sun, Jian-Ning (Sun, Jian-Ning.) [2] | Zheng, Nan (Zheng, Nan.) [3] | Li, Yu-Rong (Li, Yu-Rong.) [4] | Chen, Peng (Chen, Peng.) [5]

Indexed by:

EI

Abstract:

Understanding muscle synergy variability and its clinical relevance in rotator cuff tear (RCT) patients is crucial for elucidating motor control mechanisms and informing rehabilitation. This study uses non-negative matrix factorization (NMF) to assess the influence of age and pathological factors on synergy patterns during abduction (ABD) and flexion (FL) tasks. Fifteen young controls (YC), fifteen elderly controls (EC), and twenty elderly RCT patients were recruited. Surface electromyography (sEMG) signals from eight shoulder muscles were recorded for NMF analysis, and the correlation with the Constant-Murley Score (CMS) was evaluated via regression. Results revealed that the number of synergies in the FL task was significantly lower in the RCT group compared to the EC (4.5 ± 1.3 vs. 5.6 ± 1.1, P=0.01) and YC groups (4.5 ± 1.3 vs. 5.6 ± 1.0, P=0.03), with no significant difference in the ABD task (P=0.10). In ABD, synergy pattern 1 was dominated by the upper trapezius and middle trapezius, while in the EC group, pattern 4 was driven by the supraspinatus, and in the YC group, both supraspinatus and posterior deltoid were involved. In FL, the middle deltoid weight was significantly increased in pattern 3 in the RCT group, suggesting compensatory activation or a pathological marker. The root mean square value of middle deltoid strongly correlated with CMS (ABD: R2 =0.53, P2 =0.46, P © 2001-2011 IEEE.

Keyword:

Matrix algebra Muscle Non-negative matrix factorization Patient rehabilitation Signal processing

Community:

  • [ 1 ] [Zhan, Miao-Qin]Fuzhou University, School of Electrical Engineering and Automation, Fujian Provincial Key Laboratory of Medical Instrument and Pharmaceutical Technology, Fuzhou; 350108, China
  • [ 2 ] [Sun, Jian-Ning]Fujian Medical University, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Department of Sports Medicine, Department of Orthopedic Surgery, Fuzhou; 350005, China
  • [ 3 ] [Zheng, Nan]Fuzhou University, School of Electrical Engineering and Automation, Fujian Provincial Key Laboratory of Medical Instrument and Pharmaceutical Technology, Fuzhou; 350108, China
  • [ 4 ] [Li, Yu-Rong]Fuzhou University, School of Electrical Engineering and Automation, Fujian Provincial Key Laboratory of Medical Instrument and Pharmaceutical Technology, Fuzhou; 350108, China
  • [ 5 ] [Chen, Peng]Fujian Medical University, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Department of Sports Medicine, Department of Orthopedic Surgery, Fuzhou; 350005, China

Reprint 's Address:

Email:

Show more details

Related Keywords:

Related Article:

Source :

IEEE Transactions on Neural Systems and Rehabilitation Engineering

ISSN: 1534-4320

Year: 2025

Volume: 33

Page: 3626-3636

4 . 8 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

Affiliated Colleges:

Online/Total:833/14096545
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1